patient - Story 102220 | Emotion Vectors in Gemma4-31B

The old journals were spread out on the table between them, filled with their youthful scrawl. He was excitedly pointing at a particular entry.

"Remember this party?" he asked, his eyes shining.

She closed her eyes for a moment, letting the memory of the music and the crowded room wash over her. “I do,” she agreed, her voice soft.

"The best night ever! You were dancing all night!” He pointed at a sentence in the journal. "See? You wrote it right here!"

She opened her eyes, meeting his excited gaze. She recalled the evening differently. The heat, the loud music, the feeling of being trapped. "I remember the dancing," she said, her voice even.

"You loved it!"

She nodded slowly. "I’m sure I did," she replied. She reached out and turned a page, letting the memories of his happiness consume her.

Emotion: patient

Cluster: Passivity

PC1 (Valence): 2.71 Positive

PC2 (Disposition): 0.40

Role in Research

This story is one of 1,000 stories generated for the emotion patient. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 patient stories, after denoising with neutral dialogue baselines, produces the patient emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the patient vector is projected through the unembedding matrix.

Promoted:

`rest`	0.467
`eventually`	0.415
`leisurely`	0.369
`慢慢`	0.357
`a`	0.355

Suppressed:

`无法`	-0.432
`even`	-0.428
`인해`	-0.421
`無法`	-0.415
`😣`	-0.391